Habitat Suitability Report
Inputs
- Species: Harbor seal (Phoca vitulina)
- Thinning: Thinned observations
- Ratio: All pseudo-absence/background points
- Spatial extent: Full extent
- Covariates used: seal specific v2 (sss, dfs, month, mld)
- Metrics: evaluated using true skill staistic (tss) and area under the receiver operator curve (roc_auc)
- Observations:
Nowcast and Forecast Maps
Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
Metrics
| model_type | roc_auc | tss_max | percent_deviance_explained |
|---|---|---|---|
| rf | 0.9354739 | 0.7397345 | 0.5184314 |
| bt | 0.9154060 | 0.7378821 | 0.4581350 |
| maxnet | 0.8987342 | 0.7116394 | NA |
| gam | 0.8839148 | 0.6502007 | 0.3210871 |
| glm | 0.9024390 | 0.6989812 | 0.3761331 |
Variable Importance
Partial Dependence
